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With maturity of Six Sigma methodology, companies expect to implement Six Sigma cost effectively without its esoteric complexities. Six Sigma was developed as a means to accelerated improvment-not to become the end in itself.We have highlighted the non-statistical tools, which are more valuable than statistical tools. More focus has been laid down on the application of these tools and thus the practice of statistical thinking.